{"id":"W4415323628","doi":"10.1007/978-3-032-00190-0_12","title":"Sustainable Agriculture and Its Role in Enhancing Climate Resilience","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Agriculture; Integrated farming; Food security; Sustainable agriculture; Sustainability; Climate resilience; Climate change; Productivity; Resilience (materials science)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005839646,0.0004459331,0.0002458519,0.0005989647,0.0006439716,0.003765344,0.0005201225,0.001439098,0.01541494],"category_scores_gemma":[0.0006669095,0.0001373549,0.0001665325,0.001615686,0.003031028,0.003070117,0.001275185,0.001457414,0.002117999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509733,"about_ca_system_score_gemma":0.001597565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682779,"about_ca_topic_score_gemma":0.007917049,"domain_scores_codex":[0.9998127,0.00005191799,0.00000537892,0.00002604374,0.00008082802,0.00002320729],"domain_scores_gemma":[0.9997852,0.0001389801,0.0000129033,0.00001635251,0.00002834908,0.00001820688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006670274,0.00001870571,0.00008451431,0.0001726262,0.000004958766,0.0000436718,0.000334714,0.0008193029,0.0003503783,0.8455729,0.05846785,0.09412361],"study_design_scores_gemma":[0.000001788554,0.000006645995,0.0002044131,0.0001791535,0.00000203707,0.00005280214,0.0002405902,0.0002284622,0.00008285013,0.2805124,0.7184854,0.000003488503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001510337,0.1148937,0.003919353,0.01787239,0.002109331,0.00001487936,0.00005739814,0.00003931917,0.8595833],"genre_scores_gemma":[0.119683,0.2616992,0.009477289,0.007501852,0.004105305,0.00007746286,0.0001377938,0.0001123879,0.5972056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01541494,"threshold_uncertainty_score":0.05156815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744654221215636,"score_gpt":0.3489997957184043,"score_spread":0.301553253506248,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}